F2: GitHub Actions Generation Engine — MVP

[ShortCipher5]

Summary

AI generates a tailored GitHub Actions workflow on first successful deploy. All subsequent deploys run through that fixed, versioned Action — making repeat deploys deterministic.

Acceptance Criteria

• On first successful deploy, AI authors a GitHub Actions workflow tailored to the repo
• Top frameworks supported at MVP: Node.js, Python
• Subsequent deploys run through the generated Action (not re-analyzed by AI)
• AI's ongoing role narrows to authoring/adjusting the Action file
• Clear in-progress feedback during first-time analysis/build
• Build caching and pre-warmed base images for supported frameworks

Sprint Assignment

• Sprint 1–2: Design & build
• Sprint 3: MVP ships (Node.js, Python)
• Sprint 4–5: Framework expansion (background)

Success Metrics

• Median time-to-first-deploy
• Deploy determinism: zero variance on repeated deploys of unchanged code
• Framework coverage rate